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AI Loses Capability as It Descends Technology Stack in Software and Hardware

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There is an analog to Moravec's parallel that many in AI are discovering. AI becomes more incapable as it descends down the technology stack. This occurs in both software and hardware.

5:49 AM · May 26, 2026 View on X

The most lucrative investments reside in bottlenecks at lower levels of the stack. It will take a while before AI has meaningful advantages at those levels. There's a huge gap between moving bits as compared to atoms.

Carlos E. PerezCarlos E. Perez@IntuitMachine

There is an analog to Moravec's parallel that many in AI are discovering. AI becomes more incapable as it descends down the technology stack. This occurs in both software and hardware.

12:49 PM · May 26, 2026 · 953 Views
1:09 PM · May 26, 2026 · 313 Views